Fit interpretable models. Explain blackbox machine learning.
- machine-learning
- interpretability
- gradient-boosting
- blackbox
Repository Index
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🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
A Python scikit for building and analyzing recommender systems
- recommender
- systems
- recommendation
- svd
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Notepad like text editor based on the Scintilla source code. Notepad3 based on code from Notepad2 and MiniPath on code from metapath. Download Notepad3:
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
- genetic-algorithm
- pso
- particle-swarm-optimization
- tsp
🎓 Sharing machine learning course / lecture notes.
2027 AI/ML internship & new graduate job list updated daily
- ai
- applications
- artificial-intelligence
- college
Image processing in Python
- image-processing
- python
- computer-vision
📚 A curated list of papers for Software Engineers
- computer-science
- papers
- research
- software-engineering
Pro Git 2nd Edition
TranslatedRoadmap to becoming a web developer in 2021, Taiwan Traditional Chinese version
Customizable and privacy-conscious open-source keyboard
🏅 Collection of Kaggle Solutions and Ideas 🏅
- kaggle
- competition
- solutions
- data-science
A curated list of awesome R packages, frameworks and software.
Statistical Machine Intelligence & Learning Engine
- machine-learning
- regression
- clustering
- manifold-learning
Text editor - Notes, ToDo & Filemanager (for Android) - Markdown, todo.txt, plaintext, math, ..
A curated list of project tutorials for project-based learning.
- project-based-learning
- web-development
- game-development
- mobile-development
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
- neocortex
- artificial-intelligence
- machine-intelligence
- hierarchical-temporal-memory
A curated list of data science blogs
Data-Centric Pipelines and Data Versioning
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
- python
- ai
- data-science
- data-visualization
Chronos: Pretrained Models for Time Series Forecasting
- forecasting
- large-language-models
- llm
- machine-learning
Your own search engine
- history
- index
- search
- search-engine